๐Ÿ† ์ž๊ฒฉ์ฆ, ์–ดํ•™

[๋น…๋ฐ์ดํ„ฐ ๋ถ„์„๊ธฐ์‚ฌ] ์‹ค๊ธฐ 6ํšŒ - 1์œ ํ˜• groupby

๋ฐ์ดํ„ฐํŒ์Šค 2024. 8. 19. 16:45

 

๋ฌธ์ œ

```{admonition} 1-2

**ํ•™๊ต ์„ธ๋ถ€์œ ํ˜•์ด ์ผ๋ฐ˜์ค‘ํ•™๊ต์ธ ํ•™๊ต๋“ค ์ค‘ ์ผ๋ฐ˜์ค‘ํ•™๊ต ์ˆซ์ž๊ฐ€ 2๋ฒˆ์งธ๋กœ ๋งŽ์€ ์‹œ๋„์˜ ์ผ๋ฐ˜์ค‘ํ•™๊ต ๋ฐ์ดํ„ฐ๋งŒ ํ•„ํ„ฐํ•˜์—ฌ ํ•ด๋‹น ์‹œ๋„์˜ ๊ต์› ํ•œ๋ช… ๋‹น ๋งก์€ ํ•™์ƒ์ˆ˜๊ฐ€ ๊ฐ€์žฅ ๋งŽ์€ ํ•™๊ต๋ฅผ ์ฐพ์•„์„œ ํ•ด๋‹น ํ•™๊ต์˜ ๊ต์›์ˆ˜๋ฅผ ์ถœ๋ ฅํ•˜๋ผ**

```

 

๋Œ€ํ‘œ์‚ฌ์ง„ ์‚ญ์ œ

์‚ฌ์ง„ ์„ค๋ช…์„ ์ž…๋ ฅํ•˜์„ธ์š”.

'์‹œ๋„'๋กœ groupby ํ•œ ๋‹ค์Œ์— ์–ด๋–ป๊ฒŒ ๊ฐœ์ˆ˜๋ฅผ ํ™•์ธํ•˜์ง€??? ๋ผ๋Š” ์ƒ๊ฐ์ด ๋“ค์–ด๊ฐ€์ง€๊ณ 

groupby ํ•œ ๋‹ค์Œ์— ํฌ๊ธฐ ๋ณด๋Š” ํ•จ์ˆ˜ ์ฐพ์•„์„œ ๋ง‰ ์„œ์น˜ํ•˜๊ณ  ๋‹ค๋…”์Œ size() ๋ฅผ ์ฐพ์•„๋‚ด์„œ ํ–ˆ์—ˆ๋Š”๋ฐ

value_counts()๋กœ๋„ ๋๋˜ ๊ฑฐ๋‹ค..

df=df[df['ํ•™๊ต์„ธ๋ถ€์œ ํ˜•']=='์ผ๋ฐ˜์ค‘ํ•™๊ต']
df.groupby(['์‹œ๋„']).value_counts()
 

์ด๋ ‡๊ฒŒ ํ•˜๋ฉด '์‹œ๋„'๊ฐ€ ์ธ๋ฑ์‹ฑ์ด ์•ˆ๋˜์–ด์„œ ์ด์ƒํ•œ ๊ฐ’์ด ๋‚˜์™”๊ณ 

 

df=df[df['ํ•™๊ต์„ธ๋ถ€์œ ํ˜•']=='์ผ๋ฐ˜์ค‘ํ•™๊ต']
df.groupby(['์‹œ๋„'])['์‹œ๋„'].value_counts()
 

์ด๋ ‡๊ฒŒ ํ•˜๋ฉด '์‹œ๋„'๊ฐ€ ์ธ๋ฑ์‹ฑ์ด ๋˜์–ด์„œ ์›ํ•˜๋Š” ๊ฐ’์ด ๋‚˜์˜จ๋‹ค

 

์ดํ›„ ํ’€์ด๋Š” ๋‚ด ํ’€์ด๊ฐ€ ๋” ๊ฐ„๋‹จํ•ด์„œ ๋‚ด๊ฐ€ ํ‘ธ๋Š” ๋ฐฉ์‹์œผ๋กœ,,,